AI Governance Safety & Evaluation Freemium

Confident AI

Evaluation, observability, and governance for production AI systems

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PricingFreemium
Starting price$200/mo
Free planYes
Free trialYes
APIYes
Open sourceYes
DeploymentHybrid
Last verifiedAugust 3, 2026
Overview

Tool overview

Confident AI is listed under AI Governance Safety & Evaluation AI tools.

Summary

What is Confident AI?

Confident AI is a commercial AI quality platform from the creators of DeepEval. It supports unit and regression testing, tracing, prompt versioning, online evaluations, datasets, annotation, red teaming, governance, APIs, alerts, and enterprise deployment.

Best fit

Best for

Teams operating LLM applications that need measurable quality controls

Audience

Who is it for?

AI engineersEvaluation teamsML platform teamsProduct teams
Recommendation

Decision note

Rebuilt from the original export under the complete V412/V411 factual-source-verification workflow. Preview only. Apply remains blocked until Failures = 0, Warnings = 0, Unmapped = 0, Missing = 0; explicit clears are reviewed; image import is disabled or V380 accepts the asset; a representative WordPress edit screen is compared with the export and proposed row; and a post-Apply zero-change Preview succeeds.

Capabilities

Key features

LLM unit and regression testing

Tracing and online evaluations

Prompt, dataset, and metric versioning

Red teaming, governance, alerts, and API

Workflows

Use cases

Evaluate agents and RAG systems

Monitor production quality regressions

Compare prompts and models

Create annotation and review workflows

Strengths

Pros

  • Free cloud tier is available
  • DeepEval is Apache-2.0 open source
  • Enterprise on-prem deployment is documented
Considerations

Limitations

Automated evaluators can be biased or inconsistent.

Teams should calibrate metrics with human review and representative datasets.

Cost

Pricing details

Pricing modelFreemium
Starting price$200/mo
Free planYes
Free trialYes
Pricing context

Billing options

Free foreverStarter monthlyTeam monthlyEnterprise custom
Pricing context

Pricing note

Free supports two seats, one project, five test runs weekly, and 1 GB-month of traces. Starter is $200/month, Team is $2,000/month, and Enterprise is custom with on-prem and data-residency options.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

DeepEval

OpenAI

LangChain

GitHub Actions

Slack

PagerDuty

Specs

Technical details

PlatformsWeb, API
Multilingual supportUnknown
Login requiredYes
Open sourceYes
LicenseApache 2.0 for DeepEval
DeploymentHybrid
CompanyConfident AI, Inc.
Current versionDeepEval 4.0.2
Models / versionsConfident AI platform DeepEval framework
Editions / plansFree, Basic, Professional, Organization, and Custom plans
Data confidenceHigh
Last verifiedAugust 3, 2026
Documentation → Source code → Release notes → Data source →
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Answers

Frequently asked questions

Confident AI is a commercial AI quality platform from the creators of DeepEval. It supports unit and regression testing, tracing, prompt versioning, online evaluations, datasets, annotation, red teaming, governance, APIs, alerts, and enterprise deployment.
Teams operating LLM applications that need measurable quality controls
The listed pricing model for Confident AI is Freemium. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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